Invention Grant
US07752099B2 Factor risk model based system, method, and computer program product for generating risk forecasts
有权
基于风险模型的系统,方法和计算机程序产品,用于生成风险预测
- Patent Title: Factor risk model based system, method, and computer program product for generating risk forecasts
- Patent Title (中): 基于风险模型的系统,方法和计算机程序产品,用于生成风险预测
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Application No.: US10406282Application Date: 2003-04-04
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Publication No.: US07752099B2Publication Date: 2010-07-06
- Inventor: Ananth Madhavan , Artem V. Asriev , Scott J. Kartinen , Jian Yang , Vitaly Serbin , Ian Domowitz , Kenneth E. Gosier
- Applicant: Ananth Madhavan , Artem V. Asriev , Scott J. Kartinen , Jian Yang , Vitaly Serbin , Ian Domowitz , Kenneth E. Gosier
- Applicant Address: US CA Culver City
- Assignee: ITG Software Solutions, Inc.
- Current Assignee: ITG Software Solutions, Inc.
- Current Assignee Address: US CA Culver City
- Agency: Rothwell, Figg, Ernst & Manbeck, P.C.
- Main IPC: G06Q40/00
- IPC: G06Q40/00

Abstract:
A factor risk model based method for generating risk forecasts. In one embodiment, the method includes: selecting a set of securities; selecting a set of risk factors; determining the risk factor returns; constructing a risk factor covariance matrix; constructing an idiosyncratic variance matrix; determining, for each risk factor, a factor loading coefficient for each selected security; projecting the risk factor covariance matrix into a future forecast; and projecting the idiosyncratic variance matrix into a future forecast. The factor loading coefficients, the future forecast of the risk factor covariance matrix, and the future forecast of the idiosyncratic variance matrix can be used to determine a forecast of the variance-covariance matrix for the selected securities. In some embodiments, the step of estimating factor loadings includes performing a time series regression to obtain the sensitivity of each stocks' return to variations in the factor's return.
Public/Granted literature
- US20040078319A1 Factor risk model based system, method, and computer program product for generating risk forecasts Public/Granted day:2004-04-22
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